For years, food and beverage manufacturers have treated recalls as an ingredient problem. Contamination. Supplier issues. Foreign material. Pathogens.
But a growing number of recalls are happening long before a product is ever consumed, and often before anything is technically “wrong” with the food itself.
The problem is the packaging.
In fact, according to FDA enforcement data, 45.8% of FDA recalls in 2025 were linked to allergen mislabeling. That means nearly half of recall events weren’t caused by the ingredient itself, but by failures in the information surrounding it: labels, specs, artwork, claims, and packaging workflows.
And as food and beverage supply chains grow more complex, those risks are multiplying.
Packaging Has Become a Data Problem
Modern packaging carries enormous operational weight. It’s no longer just a label or a box; it’s a constantly changing collection of regulatory requirements, supplier information, marketing claims, nutritional data, ingredient statements, and allergen disclosures.
One small disconnect between systems can trigger major consequences.
A supplier changes an ingredient.
A formula is updated.
An allergen statement shifts.
A packaging file doesn’t get revised in time.
Suddenly, a product reaches shelf with inaccurate information.
The scary part? Most of these failures don’t happen because teams are careless. They happen because packaging data is fragmented across disconnected workflows, spreadsheets, PDFs, email approvals, and siloed systems.
And when teams are moving fast to meet launch timelines, manual checks become increasingly difficult to scale.
The Hidden Risk of Manual Packaging Workflows
Many organizations still rely on highly manual packaging review processes:
- Cross-checking specs against artwork by hand
- Managing approvals through email chains
- Tracking revisions in spreadsheets
- Comparing supplier documentation manually
- Storing critical packaging information across multiple systems
The result is a process that depends heavily on tribal knowledge and human vigilance.
That may have worked when product portfolios were smaller and regulations moved slower. But today’s food and beverage environment looks very different:
- More SKUs
- More supplier variability
- More reformulations
- More regional compliance requirements
- More pressure to innovate quickly
Packaging workflows weren’t designed for this level of complexity.
And unfortunately, recalls don’t care whether the issue started in R&D, procurement, regulatory, or packaging design. Consumers only see the final label.
Why Allergen Mislabeling Keeps Rising
Allergen recalls continue to dominate because allergen data touches nearly every stage of product development and packaging creation.
A single missed update can create cascading downstream issues:
- Incorrect ingredient statements
- Missing “contains” declarations
- Outdated packaging files
- Mismatched specifications
- Inconsistent supplier data
What makes this especially difficult is that allergen risk often emerges during change management, not during initial product creation.
A reformulation meant to address cost savings or ingredient shortages may unintentionally trigger packaging inaccuracies if systems aren’t connected. The faster organizations move, the harder it becomes to ensure every packaging component stays aligned with the latest product data.
That’s why packaging risk is increasingly becoming a data governance challenge, not just a packaging challenge.
Packaging Data Needs the Same Attention as Ingredient Data
Most manufacturers already understand the importance of managing ingredient and supplier data carefully. Packaging data deserves the same rigor.
That means:
- Centralized specification management
- Version-controlled packaging workflows
- Connected supplier and formulation data
- Automated validation processes
- Clear approval tracking and audit trails
When packaging data is managed as part of an integrated digital ecosystem, teams gain far greater confidence that labels accurately reflect what’s actually in the product.
It also reduces the operational burden on teams that are currently forced to manually reconcile information across disconnected systems.
The Future of Recall Prevention Starts Earlier
Recall prevention can’t begin at the end of the process anymore. By the time a product is on shelf, the real risk has already happened upstream—in the data.
The manufacturers that reduce recall exposure most effectively over the next few years won’t simply improve inspections or audits. They’ll modernize the systems that govern packaging, specifications, and product information before mistakes reach production.
Because increasingly, the next recall risk isn’t hiding in the ingredient.
It’s hiding in the packaging data.
Explore a Smarter Approach to Packaging Specification Management
TraceGains helps food and beverage manufacturers bring packaging, specification, supplier, and formulation data into one connected ecosystem, reducing manual work and helping teams catch risks earlier.
Explore how Packaging Specification Management can help strengthen compliance, improve accuracy, and reduce recall risk before products hit shelf.
